Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9371981 0.9553804 0.9959734 0.9586772
bt 0.7673108 0.5924399 0.7644354 0.4083118
maxnet 0.6690821 0.9848805 0.7832959 0.4304745
gam 0.7914654 NA NA NA
glm 0.7471820 NA NA NA

Variable Importance